Need card #367 · Relevance Medium · Status New

OpenAI Decisions API lacks trustworthy confidence metrics

Updated 10/9/2026, 22:04:43

Problem

Users are confused by the API's confidence description, especially the frequent use of vague terms like 'usually', making it hard to assess output reliability. Moreover, commenters note that what is presented is actually the Luna model, not the Decisions API, further obscuring usage guidance.

Pain points

Questions to verify

Evidence

quote
The problem statement includes the word “usually” a few times.

Disclaimer: this card is distilled by AI from community discussions as “pain point evidence”. It is a starting point for need analysis and validation, not a “validated market need”. AI has analytical limits; please open the original discussion above to manually verify before key decisions.